The following YAML configuration was used to produce this model:
base_model:CultriX/SeQwence-14Bv1merge_method:dare_tiesparameters:normalize:trueint8_mask:truedtype:bfloat16models:-model:CultriX/SeQwence-14Bv1parameters:weight:0.28# Strong base for multitask benchmarks.density:0.7# Retains strong multitask performance.-model:CultriX/Qwen2.5-14B-Wernickev3parameters:weight:0.22# Balanced to support reasoning-heavy benchmarks like BBH.density:0.65-model:qingy2019/Qwen2.5-Math-14B-Instructparameters:weight:0.22# Optimized for MATH and BBH.density:0.6-model:allknowingroger/QwenSlerp6-14Bparameters:weight:0.18# Reintegration of the highest scorer for stability across benchmarks.density:0.65# Focused on its exceptional multitask and reasoning strengths.-model:CultriX/Qwen2.5-14B-Emergedv3parameters:weight:0.15# Maintains multitask stability for GPQA and MMLU-PRO.density:0.6-model:sometimesanotion/Qwen2.5-14B-Vimarckosoparameters:weight:0.1# Late-layer contributor for MUSR and multi-step reasoning.density:0.6adaptive_merge_parameters:task_weights:IFEval:1.4# Balanced to maintain instruction-following benchmarks.BBH:1.4# Ensures strong reasoning capabilities.MATH:1.5# Prioritizes mathematical reasoning.GPQA:1.5# Balanced for factual QA.MUSR:1.4# Advanced multi-step reasoning.MMLU-PRO:1.5# Emphasized for domain-specific multitask performance.smoothing_factor:0.12# Smooth transitions between task-specific contributions.gradient_clipping:CultriX/SeQwence-14Bv1:0.8CultriX/Qwen2.5-14B-Wernickev3:0.8qingy2019/Qwen2.5-Math-14B-Instruct:0.85allknowingroger/QwenSlerp6-14B:0.8# Balanced for high scoring model contributions.CultriX/Qwen2.5-14B-Emergedv3:0.75sometimesanotion/Qwen2.5-14B-Vimarckoso:0.75tokenizer_source:CultriX/SeQwence-14Bv1
Runs of CultriX Qwen2.5-14B-Unity on huggingface.co
24
Total runs
1
24-hour runs
-6
3-day runs
-5
7-day runs
3
30-day runs
More Information About Qwen2.5-14B-Unity huggingface.co Model
Qwen2.5-14B-Unity huggingface.co
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